Published On Apr 15, 2022
Hi👋, today I want to give you a program with which you can start to study computational neuroscience by yourself. I listed all the resources below. Hope you enjoy ❤️
00:00 - Intro
01:00 - 3 skills for computational neuroscience
01:11 - Programming resources
04:00 - Machine learning
05:01 - Bash code
06:00 - Mathematics resources
08:02 - Physics resources
09:46 - Neuroscience resources
👩💻Programming:
100 days of code: https://www.udemy.com/course/100-days...
Machine Learning:
Christopher Bishop - Pattern recognition and machine learning https://geni.us/ArpR8g2
Information Theory, Inference, and Learning Algorithms
David J.C. MacKay - https://geni.us/vyqyKo
https://www.coursera.org/learn/machin...
➕Math:
Introduction to Linear Algebra - gilber strang - https://math.mit.edu/~gs/
3blue1brown: Vectors | Chapter 1, Essence of linear algebra
📈Data science and statistics:
Fundamentals of Statistics https://learning.edx.org/course/cours...
Probability - The Science of Uncertainty and Data https://learning.edx.org/course/cours...
Naked Statistics: Stripping the Dread from the Data -https://geni.us/H0I61P
👩⚕️Physics:
Introduction to Electrodynamics - David J. Griffiths - https://geni.us/03Aaz
An atomic Boltzmann machine capable of self-adaption - https://www-nature-com.ru.idm.oclc.or...
Lecture by bert van kappen: • Bert Kappen: Quantum Machine Learning
🧠Neuroscience:
Nature Reviews Neuroscience and Nature Neuroscience:
Deep learning in alternate reality
Neurons as will and representation
Elife - open science journal:
Charting brain growth and aging at high spatial precision
Frontiers in neuroscience:
End-to-End Deep Image Reconstruction From Human Brain Activity
🎵 Music: Epidemic Sound - https://share.epidemicsound.com/ndkqqq
🐦 Twitter: / cfraza